{"id":"W4207076672","doi":"10.3928/01913913-20211101-03","title":"Multiple XEN Gel Stents for Refractory Pediatric Glaucoma","year":2022,"lang":"en","type":"article","venue":"Journal of Pediatric Ophthalmology & Strabismus","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emera (Canada)","funders":"","keywords":"Medicine; Glaucoma; Stent; Surgery; Ophthalmology; Implant; Shunt (medical); Glaucoma surgery; Intraocular pressure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001570448,0.0004988125,0.000470121,0.0007438943,0.0004146838,0.0002268986,0.0002152872,0.0005201285,0.002164419],"category_scores_gemma":[0.0003591522,0.0001189086,0.0005770018,0.0002745575,0.0002620554,0.0003855974,0.000286434,0.0007824066,0.0004541459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002333647,"about_ca_system_score_gemma":0.0004727354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003747696,"about_ca_topic_score_gemma":0.001386694,"domain_scores_codex":[0.9999003,0.00001918262,0.00001549419,0.00001147515,0.00003108436,0.00002241719],"domain_scores_gemma":[0.9997757,0.00005549675,0.00006739319,0.0000105074,0.0000123029,0.00007870675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.001531831,0.0005768614,0.0759295,0.001728318,0.000342394,0.3133801,0.0003289304,0.001149563,0.05870804,0.00215873,0.01535427,0.5288114],"study_design_scores_gemma":[0.0002807296,0.003011449,0.06996676,0.0004410015,0.0002536219,0.8716161,0.0002343781,0.002009181,0.02109428,0.000967169,0.03008644,0.00003897342],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8187193,0.1520783,0.007309468,0.004577188,0.0008812333,0.00009236403,0.0002104989,0.000663364,0.01546828],"genre_scores_gemma":[0.9705204,0.0226611,0.004300766,0.0005014376,0.0004570032,0.0000289891,0.00009423449,0.00003681207,0.001399165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002164419,"threshold_uncertainty_score":0.007240713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02432622838353123,"score_gpt":0.2897573881280127,"score_spread":0.2654311597444815,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}